Eileen, a Pittsburgh-based provider of real-time photo-verified shelf audits for CPG brands, has raised $1M in pre-seed funding led by Top Shelf Ventures. The platform leverages a nationwide network of shoppers to deliver insights on availability, pricing, facings, promotions, and competitive intelligence without field teams. The capital will scale AI infrastructure, expand technical talent, and accelerate go-to-market efforts.
Crowdsourced Audits Challenge Incumbents
The funding arrives amid rising interest in retail execution tools. Repsly has raised $5M+ for field team software, while Field Agent secured $4.5M for crowdsourced tasks. Eileen's pay-per-audit model targets emerging CPG brands lacking dedicated merchandisers, differentiating from employee-driven platforms.
Out-of-Stocks Drain 8% of Sales
Retail execution failures cost CPG brands approximately 8% of potential sales due to stock-outs and poor shelf presence. Traditional audits rely on expensive field teams or delayed retailer data, leaving brands blind to in-store realities. Eileen's on-demand audits provide photo-verified data in 12-24 hours across any store type.
Shopper Network Enables Scalable Insights
Eileen connects brands to a 12,000+ shopper network via iOS/Android app for targeted audits starting at $1 per store. Features include a Performance Hub with AI analytics (Ai.leen beta), micro-reports, and automated actions. Unlike Trax Retail's $1B+-funded computer vision or Simbe Robotics' autonomous robots, Eileen's human-verified approach suits SMBs without hardware needs.
As Jordan Karcher, Founder & CEO, noted:
"Retail execution is the single most critical, and often most broken, part of the CPG story."
Top Shelf Backs Execution Fix
Top Shelf Ventures leads the round, signaling conviction in solving persistent CPG shelf gaps. Investor Jason Sherman highlights Eileen's scalability for brands scaling distribution. This mission-focused capital aligns with Eileen's post-DTC pivot to physical retail visibility.
Retail Execution Market Accelerates
The retail execution software market stands at $304M in 2025, projected to reach $590M by 2032 at 6.7% CAGR. Competitors like Trax Retail ($1B+) and FORM ($25M+) dominate enterprise segments, while recent launches like Storesight's AI share-of-shelf tool underscore AI trends. Crowdsourcing addresses labor shortages and rising slotting fees driving capital here.
Repeat Founder Drives Differentiation
Founder Jordan Karcher scaled Grounds & Hounds Coffee to $9.5M revenue before its 2023 acquisition by Authentic Brands, drawing from CPG frustrations. Co-founder Michael Lorenzen brings DoorDash consumer strategy and Hungryroot analytics expertise. Head of Engineering Jordan Lumley adds POS tech from Round2POS and GNC.
AI Scaling Post-Expo West
With 10,000+ locations covered nationwide and Expo West 2026 free audits underway, Eileen plans AI enhancements and sales hires. The $1M fuels national shopper growth and predictive features to turn insights into proactive execution.